---
name: mastermind-ops
description: Mastermind ops domain — workflow automation, reporting, process optimization. Spawns an Ops Manager coordinating automation and reporting agents in parallel.
type: domain-skill
default_mode: auto
---

# Mastermind Ops Domain

This skill is invoked by `mastermind:master` or directly via `/mastermind:ops`.

---

## Inputs

- `brain_context`: BRAIN CONTEXT block (injected by master, or loaded standalone via _protocol.md brain load)
- `prompt`: the operations goal for this run
- `project_name`: monotask space name
- `board_id`: monotask board ID (set by master, or created standalone)
- `mode`: auto | confirm

---

## Complexity Assessment

Assess the prompt to determine execution mode:

**Simple (direct execution):** Single process or single report:
- "Generate a weekly status report from the task board"
- "Document this manual workflow as a runbook"
→ Use a single Workflow Optimizer or Analytics Reporter agent. Skip manager delegation.

**Complex (spawn Ops Manager agent):** Any of these:
- End-to-end workflow automation design and implementation
- Multi-system integration (CI/CD + monitoring + alerting)
- Reporting dashboard requiring multiple data sources
- Process audit and optimization across multiple teams
→ Spawn Ops Manager agent with full briefing.

---

## Standalone Execution (when called without master)

If this skill is invoked directly (not by master):

1. Load brain context following _protocol.md Brain Load Procedure (namespace: `ops`)
2. Run intake from _intake.md if prompt is vague
3. Follow _protocol.md Monotask Space+Board Setup Procedure:
   ```bash
   project_name="${project_name:-$(basename "$PWD")}"
   space_id=$(monotask space list 2>/dev/null | awk -F' \| ' -v n="$project_name" '$2==n{print $1}' | head -1)
   [ -z "$space_id" ] && space_id=$(monotask space create "$project_name" 2>&1 | grep -oE '[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}')
   [ -z "$space_id" ] && { echo "ERROR: Could not find or create space '$project_name'"; exit 1; }
   board_id=$(monotask board create "ops" --json 2>/dev/null | jq -r '.id // empty')
   [ -z "$board_id" ] && echo "[ops] monotask board unavailable — board tracking skipped."
   monotask space boards add "$space_id" "$board_id" >/dev/null 2>&1 || true
   todo_col=$(monotask column create "$board_id" "Todo"  --json | jq -r '.id')
   doing_col=$(monotask column create "$board_id" "Doing" --json | jq -r '.id')
   done_col=$(monotask column create "$board_id" "Done"  --json | jq -r '.id')
   ```
4. Proceed with complexity assessment below
5. At end: follow _protocol.md Brain Write Procedure (namespace: `ops`)

---

## Complex Execution — Ops Manager Agent

Spawn an Ops Manager agent via Task tool:

```javascript
Task({
  subagent_type: "coordinator",
  description: `You are the Ops Manager for project <project_name>.

CONTEXT: <date> | Project: <project_name> | Spawned by: mastermind:ops

BRAIN CONTEXT:
<brain_context>

YOUR BOARD: <board_id>
YOUR GOAL: <prompt>

STEP 1 — PLAN
Decompose the ops goal into parallel workstreams. For each workstream, identify:
- What process, system, or workflow it covers
- Whether it's automation design, reporting, or optimization
- What tools and integrations are involved
- Dependencies between workstreams

STEP 2 — CREATE TASKS
For each workstream, create a monotask card on the project board. First look up column IDs and assign shell variables:
```bash
columns=$(monotask column list "$BOARD_ID" --json)
COL_TODO_ID=$(echo "$columns" | jq -r '.[] | select(.title == "Todo" or .title == "Backlog") | .id' | head -1)
COL_DONE_ID=$(echo "$columns" | jq -r '.[] | select(.title == "Done") | .id' | head -1)
```
Then create the card:
```bash
result=$(monotask card create "$BOARD_ID" "$COL_TODO_ID" "<short summary of workstream goal, ≤80 chars>" --json)
CARD_ID=$(echo "$result" | jq -r '.id // empty')
monotask card set-description "$BOARD_ID" "$CARD_ID" "[specific ops workstream goal]"
monotask card comment add "$BOARD_ID" "$CARD_ID" "CONTEXT: <date> | Project: <project_name> | Created by: Ops Manager
BRAIN MEMORY: [paste most relevant 3-5 brain context excerpts]
SCOPE: [systems, tools, processes, integrations in scope]
CONSTRAINTS: [existing tooling to preserve, compliance requirements, access restrictions]
SUCCESS CRITERIA:
- [ ] [checkable item — e.g. \"automation runs without manual intervention\"]
AGENT: [Workflow Optimizer | Analytics Reporter | DevOps Automator | cicd-engineer]
SWARM: star 4 parallel
DEPENDENCIES: [task IDs or \"none\"]
OUTPUT FORMAT: unified output schema"
```

STEP 3 — EXECUTE
Spawn one Task agent per workstream (star topology — hub aggregates independent outputs):
- Workflow design and automation: subagent_type "Workflow Optimizer"
- Reporting and dashboards: subagent_type "Analytics Reporter"
- Infrastructure automation: subagent_type "DevOps Automator"
- CI/CD pipelines: subagent_type "cicd-engineer"

Tasks are saved to `docs/tasks/` by default. To execute: `/mastermind:do --file <TASK_FILE>`. With monotask: `/mastermind:do --monotask --space $SPACE_ID --board $TASK_BOARD_ID`.

STEP 4 — COLLECT AND RETURN
Collect all agent outputs. Return to caller:

domain: ops
status: complete | partial | blocked
artifacts:
  - path: [automation scripts, runbooks, dashboard configs, reports]
    type: config
decisions:
  - what: [automation approach, tooling decisions, process changes]
    why: [reasoning]
    confidence: [0.0-1.0]
    outcome: shipped | pending
lessons:
  - what_worked: [what reduced toil or improved visibility most]
  - what_didnt: [what required more manual intervention than expected]
next_actions:
  - [e.g. "run mastermind:review to audit the new automation"]
  - [e.g. "run mastermind:release to deploy the ops changes"]
board_url: monotask://<project_name>/ops
run_id: <ISO8601-timestamp>`,
  run_in_background: true
})
```

---

## Simple Execution

For simple tasks (single agent, single deliverable):

1. Spawn one Task agent with the ops request as a self-contained briefing
2. Collect output
3. Return unified output schema with `status: complete`

---

## Domain Swarm Defaults

| Task Type | Agent | Swarm |
|---|---|---|
| Full workflow automation | coordinator + workflow + devops | star 4 parallel |
| Reporting dashboard | Analytics Reporter + DevOps | star 3 parallel |
| CI/CD pipeline setup | cicd-engineer | hierarchical 3 raft specialized |
| Process audit | Workflow Optimizer | hierarchical 3 raft specialized |
| Single report or runbook | Analytics Reporter | single agent |
